Maryam Zaheer

Maryam Zaheer — Full-Stack Developer, AI/ML & Computer Vision

Recent project: Semi-Supervised Melanoma Nuclei Segmentation for Computer-Aided Diagnosis

Building systems
that solve real problems.

I'm Maryam, a Computer Science student passionate about building AI-powered and full-stack software that solves real-world problems—from intelligent web applications to trustworthy machine learning systems.

Lahore, Pakistan · maryamzaheer2006@gmail.com
Research
2026

Semi-Supervised Melanoma Nuclei Segmentation for Computer-Aided Diagnosis

Melanoma is diagnosed by pathologists manually examining histopathology slides — can a model learn to segment the relevant cell nuclei from only a handful of labeled examples?

Python
PyTorch
U-Net
OpenCV
NumPy
Pandas
VQA-RAD test exampleimage + clinical questionBaseline pathno retrieval usedQuestion-only promptno evidence blockRetrieval-augmentedCLIP image encoderFAISS index searchROCOv2 · ~60K pairs · cosine simPrompt + evidencetop-k captions prependedShared generation — BLIP-2greedy decode · identical for both conditionsAnswer + scoring · exact match · BLEU-4 · ROUGE-L